Dataset statistics
| Number of variables | 29 |
|---|---|
| Number of observations | 111733 |
| Missing cells | 5173 |
| Missing cells (%) | 0.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 24.7 MiB |
| Average record size in memory | 232.0 B |
Variable types
| Numeric | 10 |
|---|---|
| Text | 3 |
| Categorical | 16 |
ID is highly overall correlated with DaysSinceCreation | High correlation |
DaysSinceCreation is highly overall correlated with ID | High correlation |
AverageLeadTime is highly overall correlated with LodgingRevenue and 4 other fields | High correlation |
LodgingRevenue is highly overall correlated with AverageLeadTime and 4 other fields | High correlation |
OtherRevenue is highly overall correlated with AverageLeadTime and 4 other fields | High correlation |
BookingsCheckedIn is highly overall correlated with AverageLeadTime and 4 other fields | High correlation |
PersonsNights is highly overall correlated with AverageLeadTime and 4 other fields | High correlation |
RoomNights is highly overall correlated with AverageLeadTime and 4 other fields | High correlation |
DistributionChannel is highly overall correlated with MarketSegment | High correlation |
MarketSegment is highly overall correlated with DistributionChannel | High correlation |
BookingsNoShowed is highly imbalanced (99.7%) | Imbalance |
DistributionChannel is highly imbalanced (57.8%) | Imbalance |
SRHighFloor is highly imbalanced (74.6%) | Imbalance |
SRLowFloor is highly imbalanced (98.6%) | Imbalance |
SRAccessibleRoom is highly imbalanced (99.7%) | Imbalance |
SRMediumFloor is highly imbalanced (99.1%) | Imbalance |
SRBathtub is highly imbalanced (96.9%) | Imbalance |
SRShower is highly imbalanced (98.3%) | Imbalance |
SRCrib is highly imbalanced (88.1%) | Imbalance |
SRNearElevator is highly imbalanced (99.6%) | Imbalance |
SRAwayFromElevator is highly imbalanced (96.6%) | Imbalance |
SRNoAlcoholInMiniBar is highly imbalanced (99.7%) | Imbalance |
SRQuietRoom is highly imbalanced (57.1%) | Imbalance |
Age has 4172 (3.7%) missing values | Missing |
BookingsCanceled is highly skewed (γ1 = 84.06919629) | Skewed |
BookingsCheckedIn is highly skewed (γ1 = 26.42580106) | Skewed |
ID is uniformly distributed | Uniform |
ID has unique values | Unique |
AverageLeadTime has 36678 (32.8%) zeros | Zeros |
LodgingRevenue has 33769 (30.2%) zeros | Zeros |
OtherRevenue has 33552 (30.0%) zeros | Zeros |
BookingsCanceled has 111567 (99.9%) zeros | Zeros |
BookingsCheckedIn has 33198 (29.7%) zeros | Zeros |
PersonsNights has 33202 (29.7%) zeros | Zeros |
RoomNights has 33198 (29.7%) zeros | Zeros |
Reproduction
| Analysis started | 2024-02-28 13:48:05.167191 |
|---|---|
| Analysis finished | 2024-02-28 13:48:20.855794 |
| Duration | 15.69 seconds |
| Software version | ydata-profiling vv4.6.1 |
| Download configuration | config.json |
ID
Real number (ℝ)
HIGH CORRELATION UNIFORM UNIQUE
| Distinct | 111733 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55867 |
| Minimum | 1 |
|---|---|
| Maximum | 111733 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 873.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5587.6 |
| Q1 | 27934 |
| median | 55867 |
| Q3 | 83800 |
| 95-th percentile | 106146.4 |
| Maximum | 111733 |
| Range | 111732 |
| Interquartile range (IQR) | 55866 |
Descriptive statistics
| Standard deviation | 32254.683 |
|---|---|
| Coefficient of variation (CV) | 0.57734769 |
| Kurtosis | -1.2 |
| Mean | 55867 |
| Median Absolute Deviation (MAD) | 27933 |
| Skewness | 0 |
| Sum | 6.2421875 × 109 |
| Variance | 1.0403646 × 109 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 74487 | 1 | < 0.1% |
| 74498 | 1 | < 0.1% |
| 74497 | 1 | < 0.1% |
| 74496 | 1 | < 0.1% |
| 74495 | 1 | < 0.1% |
| 74494 | 1 | < 0.1% |
| 74493 | 1 | < 0.1% |
| 74492 | 1 | < 0.1% |
| 74491 | 1 | < 0.1% |
| Other values (111723) | 111723 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 111733 | 1 | |
| 111732 | 1 | |
| 111731 | 1 | |
| 111730 | 1 | |
| 111729 | 1 | |
| 111728 | 1 | |
| 111727 | 1 | |
| 111726 | 1 | |
| 111725 | 1 | |
| 111724 | 1 |
Nationality
Text
| Distinct | 199 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 873.0 KiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 335199 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 31 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | PRT |
|---|---|
| 2nd row | PRT |
| 3rd row | DEU |
| 4th row | FRA |
| 5th row | FRA |
| Value | Count | Frequency (%) |
| fra | 16516 | |
| deu | 14805 | |
| prt | 14101 | |
| gbr | 11462 | |
| esp | 6123 | 5.5% |
| usa | 5409 | 4.8% |
| ita | 4268 | 3.8% |
| bel | 4111 | 3.7% |
| bra | 4037 | 3.6% |
| nld | 3794 | 3.4% |
| Other values (189) | 27107 |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 54928 | |
| A | 36750 | |
| E | 30432 | |
| U | 25951 | 7.7% |
| P | 21940 | 6.5% |
| T | 21072 | 6.3% |
| B | 20220 | 6.0% |
| D | 19948 | 6.0% |
| F | 17548 | 5.2% |
| S | 16964 | 5.1% |
| Other values (16) | 69446 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 335199 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 54928 | |
| A | 36750 | |
| E | 30432 | |
| U | 25951 | 7.7% |
| P | 21940 | 6.5% |
| T | 21072 | 6.3% |
| B | 20220 | 6.0% |
| D | 19948 | 6.0% |
| F | 17548 | 5.2% |
| S | 16964 | 5.1% |
| Other values (16) | 69446 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 335199 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| R | 54928 | |
| A | 36750 | |
| E | 30432 | |
| U | 25951 | 7.7% |
| P | 21940 | 6.5% |
| T | 21072 | 6.3% |
| B | 20220 | 6.0% |
| D | 19948 | 6.0% |
| F | 17548 | 5.2% |
| S | 16964 | 5.1% |
| Other values (16) | 69446 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 335199 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| R | 54928 | |
| A | 36750 | |
| E | 30432 | |
| U | 25951 | 7.7% |
| P | 21940 | 6.5% |
| T | 21072 | 6.3% |
| B | 20220 | 6.0% |
| D | 19948 | 6.0% |
| F | 17548 | 5.2% |
| S | 16964 | 5.1% |
| Other values (16) | 69446 |
Age
Real number (ℝ)
MISSING
| Distinct | 106 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 4172 |
| Missing (%) | 3.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.639191 |
| Minimum | -10 |
|---|---|
| Maximum | 123 |
| Zeros | 18 |
| Zeros (%) | < 0.1% |
| Negative | 14 |
| Negative (%) | < 0.1% |
| Memory size | 873.0 KiB |
Quantile statistics
| Minimum | -10 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 33 |
| median | 47 |
| Q3 | 58 |
| 95-th percentile | 73 |
| Maximum | 123 |
| Range | 133 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 17.244952 |
|---|---|
| Coefficient of variation (CV) | 0.37785403 |
| Kurtosis | -0.37626353 |
| Mean | 45.639191 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | -0.15306479 |
| Sum | 4908997 |
| Variance | 297.38838 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 51 | 2582 | 2.3% |
| 52 | 2561 | 2.3% |
| 55 | 2557 | 2.3% |
| 50 | 2504 | 2.2% |
| 54 | 2493 | 2.2% |
| 48 | 2458 | 2.2% |
| 49 | 2441 | 2.2% |
| 53 | 2430 | 2.2% |
| 56 | 2360 | 2.1% |
| 47 | 2278 | 2.0% |
| Other values (96) | 82897 | |
| (Missing) | 4172 | 3.7% |
| Value | Count | Frequency (%) |
| -10 | 2 | < 0.1% |
| -9 | 4 | < 0.1% |
| -8 | 2 | < 0.1% |
| -6 | 3 | < 0.1% |
| -5 | 3 | < 0.1% |
| 0 | 18 | < 0.1% |
| 1 | 141 | |
| 2 | 231 | |
| 3 | 193 | |
| 4 | 217 |
| Value | Count | Frequency (%) |
| 123 | 1 | < 0.1% |
| 115 | 2 | |
| 114 | 3 | |
| 111 | 2 | |
| 110 | 1 | < 0.1% |
| 97 | 1 | < 0.1% |
| 95 | 1 | < 0.1% |
| 93 | 4 | |
| 92 | 2 | |
| 91 | 3 |
DaysSinceCreation
Real number (ℝ)
HIGH CORRELATION
| Distinct | 1349 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 595.0266 |
| Minimum | 36 |
|---|---|
| Maximum | 1385 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 873.0 KiB |
Quantile statistics
| Minimum | 36 |
|---|---|
| 5-th percentile | 80 |
| Q1 | 288 |
| median | 522 |
| Q3 | 889 |
| 95-th percentile | 1263.4 |
| Maximum | 1385 |
| Range | 1349 |
| Interquartile range (IQR) | 601 |
Descriptive statistics
| Standard deviation | 374.65738 |
|---|---|
| Coefficient of variation (CV) | 0.62964812 |
| Kurtosis | -0.97159451 |
| Mean | 595.0266 |
| Median Absolute Deviation (MAD) | 295 |
| Skewness | 0.39956274 |
| Sum | 66484107 |
| Variance | 140368.15 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 502 | 298 | 0.3% |
| 522 | 247 | 0.2% |
| 108 | 234 | 0.2% |
| 312 | 234 | 0.2% |
| 137 | 232 | 0.2% |
| 571 | 227 | 0.2% |
| 391 | 225 | 0.2% |
| 485 | 220 | 0.2% |
| 368 | 211 | 0.2% |
| 507 | 211 | 0.2% |
| Other values (1339) | 109394 |
| Value | Count | Frequency (%) |
| 36 | 6 | < 0.1% |
| 37 | 109 | |
| 38 | 68 | 0.1% |
| 39 | 200 | |
| 40 | 113 | |
| 41 | 140 | |
| 42 | 141 | |
| 43 | 101 | |
| 44 | 106 | |
| 45 | 98 |
| Value | Count | Frequency (%) |
| 1385 | 70 | |
| 1384 | 90 | |
| 1383 | 103 | |
| 1382 | 16 | < 0.1% |
| 1381 | 99 | |
| 1380 | 21 | < 0.1% |
| 1379 | 10 | < 0.1% |
| 1378 | 15 | < 0.1% |
| 1377 | 5 | < 0.1% |
| 1376 | 20 | < 0.1% |
NameHash
Text
| Distinct | 107584 |
|---|---|
| Distinct (%) | 96.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 873.0 KiB |
Length
| Max length | 66 |
|---|---|
| Median length | 66 |
| Mean length | 66 |
| Min length | 66 |
Characters and Unicode
| Total characters | 7374378 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 104505 ? |
|---|---|
| Unique (%) | 93.5% |
Sample
| 1st row | 0x2C371FD6CE12936774A139FD7430C624F1C4D5109CE64F21BF4BEB13F3C2641B |
|---|---|
| 2nd row | 0x198CDB98BF37B6E23F9548C56A88B00912D65A9AA0D628E8365F7117727FB9C3 |
| 3rd row | 0xDA46E62F66936284DF2844EC4FC542D0DAD780C0EE0C00C8CE9BD139A6B912DF |
| 4th row | 0xC45D4CD22C58FDC5FD0F95315F6EFA5A6E7149187D493EE28BA4BFDB7E2A3EC3 |
| 5th row | 0xD2E3D5BFCA141865669F98D64CDA85AD04DEFF47F8A0C6EC48B7D587EDAE6F53 |
| Value | Count | Frequency (%) |
| 0x15a713ce687991691a18f6cdc56abe24979c73cf5d51ef134b078b9d61a8cc4a | 75 | 0.1% |
| 0xf1465ec9e2d0027094b7c3d72772a862a635e461fffc9aa009c2bd78d31bbb63 | 30 | < 0.1% |
| 0x8df2af984365949e7f4eab2eba9bf9ca8df106b5f2a960ad7d9a7fb4ec61d02f | 21 | < 0.1% |
| 0xd32ff3d74c193ef22762853a9f3dfae05172a9537cca78a8d519372eb35bb910 | 20 | < 0.1% |
| 0xfb64b4b6ab53a6a549a620009ca24a1c3a668a460d8787f8c7a413529295fd50 | 15 | < 0.1% |
| 0x5d6d35b2a085c783fb5eaa6088c9c97ee3596f2fb552e3f86410b2b9b91a0350 | 13 | < 0.1% |
| 0xcc6a9be603d312defdfd886218fb1fe35ec93c47f6c755cafd68308cead6610b | 11 | < 0.1% |
| 0x01405047149a1fa594108cc41d265066a6e7bfafd6491af690f4402cf9802119 | 11 | < 0.1% |
| 0x57875df029939f73857e321cf04081870e118531ce2914aa30de15584b1d8511 | 11 | < 0.1% |
| 0x36bf5a087e8029783fc52501a957412690aa36e271ce20435600825a54909317 | 10 | < 0.1% |
| Other values (107574) | 111516 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 558041 | 7.6% |
| 9 | 448157 | 6.1% |
| 3 | 447793 | 6.1% |
| 1 | 447685 | 6.1% |
| 5 | 447641 | 6.1% |
| 8 | 447562 | 6.1% |
| E | 447385 | 6.1% |
| A | 447277 | 6.1% |
| 7 | 446888 | 6.1% |
| B | 446836 | 6.1% |
| Other values (7) | 2789113 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 4582219 | |
| Uppercase Letter | 2680426 | |
| Lowercase Letter | 111733 | 1.5% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 558041 | |
| 9 | 448157 | |
| 3 | 447793 | |
| 1 | 447685 | |
| 5 | 447641 | |
| 8 | 447562 | |
| 7 | 446888 | |
| 2 | 446250 | |
| 4 | 446144 | |
| 6 | 446058 |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 447385 | |
| A | 447277 | |
| B | 446836 | |
| F | 446741 | |
| D | 446230 | |
| C | 445957 |
Lowercase Letter
| Value | Count | Frequency (%) |
| x | 111733 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4582219 | |
| Latin | 2792159 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 558041 | |
| 9 | 448157 | |
| 3 | 447793 | |
| 1 | 447685 | |
| 5 | 447641 | |
| 8 | 447562 | |
| 7 | 446888 | |
| 2 | 446250 | |
| 4 | 446144 | |
| 6 | 446058 |
Latin
| Value | Count | Frequency (%) |
| E | 447385 | |
| A | 447277 | |
| B | 446836 | |
| F | 446741 | |
| D | 446230 | |
| C | 445957 | |
| x | 111733 | 4.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7374378 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 558041 | 7.6% |
| 9 | 448157 | 6.1% |
| 3 | 447793 | 6.1% |
| 1 | 447685 | 6.1% |
| 5 | 447641 | 6.1% |
| 8 | 447562 | 6.1% |
| E | 447385 | 6.1% |
| A | 447277 | 6.1% |
| 7 | 446888 | 6.1% |
| B | 446836 | 6.1% |
| Other values (7) | 2789113 |
DocIDHash
Text
| Distinct | 103480 |
|---|---|
| Distinct (%) | 93.5% |
| Missing | 1001 |
| Missing (%) | 0.9% |
| Memory size | 873.0 KiB |
Length
| Max length | 66 |
|---|---|
| Median length | 66 |
| Mean length | 66 |
| Min length | 66 |
Characters and Unicode
| Total characters | 7308312 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 100395 ? |
|---|---|
| Unique (%) | 90.7% |
Sample
| 1st row | 0x434FD3D59469C73AFEA087017FAF8CA2296493AEABDE035E6860ACB8C43FCEE5 |
|---|---|
| 2nd row | 0xE3B0C44298FC1C149AFBF4C8996FB92427AE41E4649B934CA495991B7852B855 |
| 3rd row | 0x27F5DF762CCDA622C752CCDA45794923BED9F1B6630098203B1DDE7A89E03DC2 |
| 4th row | 0x8E59572913BB9B1E6CAA12FA2C8B7BF387B1D1F3432E65A6EF9AA426D1C5E8EF |
| 5th row | 0x42BDEE0E05A9441C94147076EDDCC47E604DA5447DD4BA9B4D23642E66E82F99 |
| Value | Count | Frequency (%) |
| 0xe3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855 | 3032 | 2.7% |
| 0xa486fbacf4b4e5537b026743e3fdfe571d716839e758236f42950a61fe6b922b | 31 | < 0.1% |
| 0x2b17e9d2ccef2ea0fe752ee345bedfb06741ffc8ececf45d6bbdbaf9a274ff52 | 24 | < 0.1% |
| 0x469cf1f9cf8c790ffa5ad3f484f2938cbeff6435bcfd734f687ec6d1e968f076 | 15 | < 0.1% |
| 0x2a14d03a4827c67e0d39408f103db417ad496dce6158f8309e6281185c042003 | 14 | < 0.1% |
| 0x9220d336f2ddd7b68f5066878889c7637ee28924b249f968f5ec82d895b108a7 | 12 | < 0.1% |
| 0x3856085146f7bc27bd07bfc4ca1991ed4e65e179d7bdb7dbba7e32620809c799 | 12 | < 0.1% |
| 0xd2dbd6039916f6db10c6564d8eb9a9116811435965d7d00e7da292066b3ece91 | 11 | < 0.1% |
| 0x1bf60c4718497a0ab8b46ff00708d3250a484dda0fdc0248999c782807195bcb | 11 | < 0.1% |
| 0x6b421376b94f3d1722979458a96df486dea0f9290cc05e9699f2762fd0dda71d | 10 | < 0.1% |
| Other values (103470) | 107560 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 544910 | 7.5% |
| 4 | 461289 | 6.3% |
| 9 | 461274 | 6.3% |
| B | 447978 | 6.1% |
| C | 446417 | 6.1% |
| F | 444237 | 6.1% |
| 1 | 443281 | 6.1% |
| 8 | 443053 | 6.1% |
| 2 | 442696 | 6.1% |
| 5 | 442098 | 6.0% |
| Other values (7) | 2731079 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 4547315 | |
| Uppercase Letter | 2650265 | |
| Lowercase Letter | 110732 | 1.5% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 544910 | |
| 4 | 461289 | |
| 9 | 461274 | |
| 1 | 443281 | |
| 8 | 443053 | |
| 2 | 442696 | |
| 5 | 442098 | |
| 6 | 436661 | |
| 7 | 436515 | |
| 3 | 435538 |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 447978 | |
| C | 446417 | |
| F | 444237 | |
| E | 440617 | |
| A | 439294 | |
| D | 431722 |
Lowercase Letter
| Value | Count | Frequency (%) |
| x | 110732 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4547315 | |
| Latin | 2760997 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 544910 | |
| 4 | 461289 | |
| 9 | 461274 | |
| 1 | 443281 | |
| 8 | 443053 | |
| 2 | 442696 | |
| 5 | 442098 | |
| 6 | 436661 | |
| 7 | 436515 | |
| 3 | 435538 |
Latin
| Value | Count | Frequency (%) |
| B | 447978 | |
| C | 446417 | |
| F | 444237 | |
| E | 440617 | |
| A | 439294 | |
| D | 431722 | |
| x | 110732 | 4.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7308312 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 544910 | 7.5% |
| 4 | 461289 | 6.3% |
| 9 | 461274 | 6.3% |
| B | 447978 | 6.1% |
| C | 446417 | 6.1% |
| F | 444237 | 6.1% |
| 1 | 443281 | 6.1% |
| 8 | 443053 | 6.1% |
| 2 | 442696 | 6.1% |
| 5 | 442098 | 6.0% |
| Other values (7) | 2731079 |
AverageLeadTime
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 424 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.833147 |
| Minimum | -1 |
|---|---|
| Maximum | 588 |
| Zeros | 36678 |
| Zeros (%) | 32.8% |
| Negative | 13 |
| Negative (%) | < 0.1% |
| Memory size | 873.0 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 21 |
| Q3 | 95 |
| 95-th percentile | 236 |
| Maximum | 588 |
| Range | 589 |
| Interquartile range (IQR) | 95 |
Descriptive statistics
| Standard deviation | 85.11532 |
|---|---|
| Coefficient of variation (CV) | 1.3991602 |
| Kurtosis | 4.3838783 |
| Mean | 60.833147 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | 1.9213556 |
| Sum | 6797070 |
| Variance | 7244.6177 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 36678 | |
| 1 | 2121 | 1.9% |
| 2 | 1271 | 1.1% |
| 6 | 1257 | 1.1% |
| 4 | 1224 | 1.1% |
| 3 | 1193 | 1.1% |
| 5 | 1191 | 1.1% |
| 7 | 1160 | 1.0% |
| 8 | 1083 | 1.0% |
| 9 | 823 | 0.7% |
| Other values (414) | 63732 |
| Value | Count | Frequency (%) |
| -1 | 13 | < 0.1% |
| 0 | 36678 | |
| 1 | 2121 | 1.9% |
| 2 | 1271 | 1.1% |
| 3 | 1193 | 1.1% |
| 4 | 1224 | 1.1% |
| 5 | 1191 | 1.1% |
| 6 | 1257 | 1.1% |
| 7 | 1160 | 1.0% |
| 8 | 1083 | 1.0% |
| Value | Count | Frequency (%) |
| 588 | 19 | |
| 574 | 10 | |
| 549 | 22 | |
| 546 | 10 | |
| 543 | 2 | < 0.1% |
| 542 | 5 | < 0.1% |
| 541 | 5 | < 0.1% |
| 535 | 22 | |
| 534 | 1 | < 0.1% |
| 533 | 2 | < 0.1% |
LodgingRevenue
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 12689 |
|---|---|
| Distinct (%) | 11.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 283.85128 |
| Minimum | 0 |
|---|---|
| Maximum | 21781 |
| Zeros | 33769 |
| Zeros (%) | 30.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 873.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 208 |
| Q3 | 393.3 |
| 95-th percentile | 882 |
| Maximum | 21781 |
| Range | 21781 |
| Interquartile range (IQR) | 393.3 |
Descriptive statistics
| Standard deviation | 379.13156 |
|---|---|
| Coefficient of variation (CV) | 1.3356697 |
| Kurtosis | 149.30816 |
| Mean | 283.85128 |
| Median Absolute Deviation (MAD) | 208 |
| Skewness | 6.1687755 |
| Sum | 31715555 |
| Variance | 143740.74 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 33769 | |
| 176 | 988 | 0.9% |
| 126 | 673 | 0.6% |
| 234 | 592 | 0.5% |
| 264 | 551 | 0.5% |
| 249 | 525 | 0.5% |
| 168 | 489 | 0.4% |
| 89 | 405 | 0.4% |
| 178 | 331 | 0.3% |
| 210 | 325 | 0.3% |
| Other values (12679) | 73085 |
| Value | Count | Frequency (%) |
| 0 | 33769 | |
| 18 | 2 | < 0.1% |
| 22 | 1 | < 0.1% |
| 24 | 5 | < 0.1% |
| 25 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 34 | 4 | < 0.1% |
| 35 | 1 | < 0.1% |
| 36 | 2 | < 0.1% |
| 37 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 21781 | 1 | |
| 14044.8 | 1 | |
| 9682.4 | 1 | |
| 9665.66 | 1 | |
| 9180 | 1 | |
| 9010 | 1 | |
| 8493.65 | 1 | |
| 7902 | 1 | |
| 7458 | 1 | |
| 7256 | 1 |
OtherRevenue
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 5338 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 64.682802 |
| Minimum | 0 |
|---|---|
| Maximum | 8859.25 |
| Zeros | 33552 |
| Zeros (%) | 30.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 873.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 31 |
| Q3 | 84 |
| 95-th percentile | 235 |
| Maximum | 8859.25 |
| Range | 8859.25 |
| Interquartile range (IQR) | 84 |
Descriptive statistics
| Standard deviation | 123.58071 |
|---|---|
| Coefficient of variation (CV) | 1.9105653 |
| Kurtosis | 578.66804 |
| Mean | 64.682802 |
| Median Absolute Deviation (MAD) | 31 |
| Skewness | 14.895075 |
| Sum | 7227203.5 |
| Variance | 15272.193 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 33552 | |
| 42 | 3030 | 2.7% |
| 14 | 2913 | 2.6% |
| 28 | 2328 | 2.1% |
| 56 | 1723 | 1.5% |
| 7 | 1717 | 1.5% |
| 21 | 1311 | 1.2% |
| 16 | 1120 | 1.0% |
| 2 | 1089 | 1.0% |
| 8 | 1045 | 0.9% |
| Other values (5328) | 61905 |
| Value | Count | Frequency (%) |
| 0 | 33552 | |
| 1 | 370 | 0.3% |
| 1.9 | 1 | < 0.1% |
| 2 | 1089 | 1.0% |
| 2.1 | 3 | < 0.1% |
| 2.2 | 2 | < 0.1% |
| 2.4 | 1 | < 0.1% |
| 2.5 | 3 | < 0.1% |
| 3 | 184 | 0.2% |
| 3.24 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8859.25 | 1 | < 0.1% |
| 5268.5 | 1 | < 0.1% |
| 5261 | 1 | < 0.1% |
| 5237 | 7 | |
| 5105.5 | 1 | < 0.1% |
| 4296 | 1 | < 0.1% |
| 3692.4 | 1 | < 0.1% |
| 3580.5 | 1 | < 0.1% |
| 3190.4 | 1 | < 0.1% |
| 3050.85 | 1 | < 0.1% |
BookingsCanceled
Real number (ℝ)
SKEWED ZEROS
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0022822264 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 111567 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 873.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.08063146 |
|---|---|
| Coefficient of variation (CV) | 35.330176 |
| Kurtosis | 12061.368 |
| Mean | 0.0022822264 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 84.069196 |
| Sum | 255 |
| Variance | 0.0065014323 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 111567 | |
| 1 | 125 | 0.1% |
| 2 | 19 | < 0.1% |
| 3 | 11 | < 0.1% |
| 4 | 8 | < 0.1% |
| 15 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 111567 | |
| 1 | 125 | 0.1% |
| 2 | 19 | < 0.1% |
| 3 | 11 | < 0.1% |
| 4 | 8 | < 0.1% |
| 5 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 15 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 4 | 8 | < 0.1% |
| 3 | 11 | < 0.1% |
| 2 | 19 | < 0.1% |
| 1 | 125 | 0.1% |
| 0 | 111567 |
BookingsNoShowed
Categorical
IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 873.0 KiB |
| 0 | |
|---|---|
| 1 | 48 |
| 2 | 8 |
| 3 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 111733 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 111676 | |
| 1 | 48 | < 0.1% |
| 2 | 8 | < 0.1% |
| 3 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 111676 | |
| 1 | 48 | < 0.1% |
| 2 | 8 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 111676 | |
| 1 | 48 | < 0.1% |
| 2 | 8 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 111733 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 111676 | |
| 1 | 48 | < 0.1% |
| 2 | 8 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 111733 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 111676 | |
| 1 | 48 | < 0.1% |
| 2 | 8 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 111733 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 111676 | |
| 1 | 48 | < 0.1% |
| 2 | 8 | < 0.1% |
| 3 | 1 | < 0.1% |
BookingsCheckedIn
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 33 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.73760662 |
| Minimum | 0 |
|---|---|
| Maximum | 76 |
| Zeros | 33198 |
| Zeros (%) | 29.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 873.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 76 |
| Range | 76 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.73088936 |
|---|---|
| Coefficient of variation (CV) | 0.99089317 |
| Kurtosis | 1943.6126 |
| Mean | 0.73760662 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 26.425801 |
| Sum | 82415 |
| Variance | 0.53419925 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=33)
| Value | Count | Frequency (%) |
| 1 | 76474 | |
| 0 | 33198 | |
| 2 | 1634 | 1.5% |
| 3 | 201 | 0.2% |
| 4 | 57 | 0.1% |
| 5 | 33 | < 0.1% |
| 7 | 30 | < 0.1% |
| 6 | 19 | < 0.1% |
| 9 | 13 | < 0.1% |
| 8 | 12 | < 0.1% |
| Other values (23) | 62 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 33198 | |
| 1 | 76474 | |
| 2 | 1634 | 1.5% |
| 3 | 201 | 0.2% |
| 4 | 57 | 0.1% |
| 5 | 33 | < 0.1% |
| 6 | 19 | < 0.1% |
| 7 | 30 | < 0.1% |
| 8 | 12 | < 0.1% |
| 9 | 13 | < 0.1% |
| Value | Count | Frequency (%) |
| 76 | 1 | |
| 66 | 1 | |
| 40 | 1 | |
| 38 | 1 | |
| 35 | 1 | |
| 32 | 1 | |
| 29 | 2 | |
| 26 | 2 | |
| 25 | 1 | |
| 24 | 1 |
PersonsNights
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 60 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.3283184 |
| Minimum | 0 |
|---|---|
| Maximum | 116 |
| Zeros | 33202 |
| Zeros (%) | 29.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 873.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 12 |
| Maximum | 116 |
| Range | 116 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.6307386 |
|---|---|
| Coefficient of variation (CV) | 1.0698701 |
| Kurtosis | 12.871917 |
| Mean | 4.3283184 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 2.0002975 |
| Sum | 483616 |
| Variance | 21.44374 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 33202 | |
| 6 | 16328 | |
| 4 | 12926 | 11.6% |
| 2 | 11815 | 10.6% |
| 8 | 10245 | 9.2% |
| 1 | 5147 | 4.6% |
| 3 | 4964 | 4.4% |
| 10 | 4296 | 3.8% |
| 12 | 3931 | 3.5% |
| 9 | 2253 | 2.0% |
| Other values (50) | 6626 | 5.9% |
| Value | Count | Frequency (%) |
| 0 | 33202 | |
| 1 | 5147 | 4.6% |
| 2 | 11815 | 10.6% |
| 3 | 4964 | 4.4% |
| 4 | 12926 | 11.6% |
| 5 | 1116 | 1.0% |
| 6 | 16328 | |
| 7 | 291 | 0.3% |
| 8 | 10245 | 9.2% |
| 9 | 2253 | 2.0% |
| Value | Count | Frequency (%) |
| 116 | 1 | |
| 99 | 1 | |
| 91 | 1 | |
| 80 | 1 | |
| 75 | 1 | |
| 68 | 2 | |
| 62 | 1 | |
| 60 | 1 | |
| 59 | 1 | |
| 57 | 1 |
RoomNights
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 49 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.2038252 |
| Minimum | 0 |
|---|---|
| Maximum | 185 |
| Zeros | 33198 |
| Zeros (%) | 29.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 873.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 185 |
| Range | 185 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.3016373 |
|---|---|
| Coefficient of variation (CV) | 1.0443829 |
| Kurtosis | 489.93256 |
| Mean | 2.2038252 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 9.1896303 |
| Sum | 246240 |
| Variance | 5.2975341 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 0 | 33198 | |
| 3 | 20706 | |
| 2 | 17484 | |
| 4 | 14050 | |
| 1 | 13665 | |
| 5 | 6248 | 5.6% |
| 7 | 2570 | 2.3% |
| 6 | 2424 | 2.2% |
| 8 | 505 | 0.5% |
| 9 | 271 | 0.2% |
| Other values (39) | 612 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 33198 | |
| 1 | 13665 | |
| 2 | 17484 | |
| 3 | 20706 | |
| 4 | 14050 | |
| 5 | 6248 | 5.6% |
| 6 | 2424 | 2.2% |
| 7 | 2570 | 2.3% |
| 8 | 505 | 0.5% |
| 9 | 271 | 0.2% |
| Value | Count | Frequency (%) |
| 185 | 1 | |
| 116 | 1 | |
| 95 | 1 | |
| 88 | 2 | |
| 59 | 1 | |
| 51 | 2 | |
| 49 | 1 | |
| 48 | 1 | |
| 42 | 2 | |
| 40 | 2 |
DistributionChannel
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 873.0 KiB |
| Travel Agent/Operator | |
|---|---|
| Direct | |
| Corporate | 3135 |
| GDS Systems | 696 |
Length
| Max length | 21 |
|---|---|
| Median length | 21 |
| Mean length | 18.334494 |
| Min length | 6 |
Characters and Unicode
| Total characters | 2048568 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Corporate |
|---|---|
| 2nd row | Travel Agent/Operator |
| 3rd row | Travel Agent/Operator |
| 4th row | Travel Agent/Operator |
| 5th row | Travel Agent/Operator |
Common Values
| Value | Count | Frequency (%) |
| Travel Agent/Operator | 91019 | |
| Direct | 16883 | 15.1% |
| Corporate | 3135 | 2.8% |
| GDS Systems | 696 | 0.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| travel | 91019 | |
| agent/operator | 91019 | |
| direct | 16883 | 8.3% |
| corporate | 3135 | 1.5% |
| gds | 696 | 0.3% |
| systems | 696 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 296210 | |
| e | 293771 | |
| t | 202752 | 9.9% |
| a | 185173 | 9.0% |
| o | 97289 | 4.7% |
| p | 94154 | 4.6% |
| 91715 | 4.5% | |
| T | 91019 | 4.4% |
| / | 91019 | 4.4% |
| O | 91019 | 4.4% |
| Other values (14) | 514447 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1569975 | |
| Uppercase Letter | 295859 | 14.4% |
| Space Separator | 91715 | 4.5% |
| Other Punctuation | 91019 | 4.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 296210 | |
| e | 293771 | |
| t | 202752 | |
| a | 185173 | |
| o | 97289 | 6.2% |
| p | 94154 | 6.0% |
| n | 91019 | 5.8% |
| g | 91019 | 5.8% |
| l | 91019 | 5.8% |
| v | 91019 | 5.8% |
| Other values (5) | 36550 | 2.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 91019 | |
| O | 91019 | |
| A | 91019 | |
| D | 17579 | 5.9% |
| C | 3135 | 1.1% |
| S | 1392 | 0.5% |
| G | 696 | 0.2% |
Space Separator
| Value | Count | Frequency (%) |
| 91715 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 91019 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1865834 | |
| Common | 182734 | 8.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 296210 | |
| e | 293771 | |
| t | 202752 | |
| a | 185173 | |
| o | 97289 | 5.2% |
| p | 94154 | 5.0% |
| T | 91019 | 4.9% |
| O | 91019 | 4.9% |
| n | 91019 | 4.9% |
| g | 91019 | 4.9% |
| Other values (12) | 332409 |
Common
| Value | Count | Frequency (%) |
| 91715 | ||
| / | 91019 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2048568 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 296210 | |
| e | 293771 | |
| t | 202752 | 9.9% |
| a | 185173 | 9.0% |
| o | 97289 | 4.7% |
| p | 94154 | 4.6% |
| 91715 | 4.5% | |
| T | 91019 | 4.4% |
| / | 91019 | 4.4% |
| O | 91019 | 4.4% |
| Other values (14) | 514447 |
MarketSegment
Categorical
HIGH CORRELATION
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 873.0 KiB |
| Other | |
|---|---|
| Direct | |
| Travel Agent/Operator | |
| Groups | |
| Corporate | 2931 |
| Other values (2) | 945 |
Length
| Max length | 21 |
|---|---|
| Median length | 5 |
| Mean length | 7.7504497 |
| Min length | 5 |
Characters and Unicode
| Total characters | 865981 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Corporate |
|---|---|
| 2nd row | Travel Agent/Operator |
| 3rd row | Travel Agent/Operator |
| 4th row | Travel Agent/Operator |
| 5th row | Travel Agent/Operator |
Common Values
| Value | Count | Frequency (%) |
| Other | 63680 | |
| Direct | 16363 | 14.6% |
| Travel Agent/Operator | 16353 | 14.6% |
| Groups | 11461 | 10.3% |
| Corporate | 2931 | 2.6% |
| Complementary | 657 | 0.6% |
| Aviation | 288 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| other | 63680 | |
| direct | 16363 | 12.8% |
| travel | 16353 | 12.8% |
| agent/operator | 16353 | 12.8% |
| groups | 11461 | 8.9% |
| corporate | 2931 | 2.3% |
| complementary | 657 | 0.5% |
| aviation | 288 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 147082 | |
| e | 133347 | |
| t | 116625 | |
| O | 80033 | |
| h | 63680 | 7.4% |
| a | 36582 | 4.2% |
| o | 34621 | 4.0% |
| p | 31402 | 3.6% |
| n | 17298 | 2.0% |
| l | 17010 | 2.0% |
| Other values (15) | 188301 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 688836 | |
| Uppercase Letter | 144439 | 16.7% |
| Other Punctuation | 16353 | 1.9% |
| Space Separator | 16353 | 1.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 147082 | |
| e | 133347 | |
| t | 116625 | |
| h | 63680 | |
| a | 36582 | 5.3% |
| o | 34621 | 5.0% |
| p | 31402 | 4.6% |
| n | 17298 | 2.5% |
| l | 17010 | 2.5% |
| i | 16939 | 2.5% |
| Other values (7) | 74250 |
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 80033 | |
| A | 16641 | 11.5% |
| D | 16363 | 11.3% |
| T | 16353 | 11.3% |
| G | 11461 | 7.9% |
| C | 3588 | 2.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 16353 |
Space Separator
| Value | Count | Frequency (%) |
| 16353 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 833275 | |
| Common | 32706 | 3.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 147082 | |
| e | 133347 | |
| t | 116625 | |
| O | 80033 | |
| h | 63680 | |
| a | 36582 | 4.4% |
| o | 34621 | 4.2% |
| p | 31402 | 3.8% |
| n | 17298 | 2.1% |
| l | 17010 | 2.0% |
| Other values (13) | 155595 |
Common
| Value | Count | Frequency (%) |
| / | 16353 | |
| 16353 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 865981 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 147082 | |
| e | 133347 | |
| t | 116625 | |
| O | 80033 | |
| h | 63680 | 7.4% |
| a | 36582 | 4.2% |
| o | 34621 | 4.0% |
| p | 31402 | 3.6% |
| n | 17298 | 2.0% |
| l | 17010 | 2.0% |
| Other values (15) | 188301 |
SRHighFloor
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 873.0 KiB |
| 0 | |
|---|---|
| 1 | 4750 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 111733 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 106983 | |
| 1 | 4750 | 4.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 106983 | |
| 1 | 4750 | 4.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 106983 | |
| 1 | 4750 | 4.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 111733 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 106983 | |
| 1 | 4750 | 4.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 111733 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 106983 | |
| 1 | 4750 | 4.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 111733 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 106983 | |
| 1 | 4750 | 4.3% |
SRLowFloor
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 873.0 KiB |
| 0 | |
|---|---|
| 1 | 146 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 111733 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 111587 | |
| 1 | 146 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 111587 | |
| 1 | 146 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 111587 | |
| 1 | 146 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 111733 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 111587 | |
| 1 | 146 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 111733 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 111587 | |
| 1 | 146 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 111733 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 111587 | |
| 1 | 146 | 0.1% |
SRAccessibleRoom
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 873.0 KiB |
| 0 | |
|---|---|
| 1 | 25 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 111733 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 111708 | |
| 1 | 25 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 111708 | |
| 1 | 25 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 111708 | |
| 1 | 25 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 111733 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 111708 | |
| 1 | 25 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 111733 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 111708 | |
| 1 | 25 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 111733 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 111708 | |
| 1 | 25 | < 0.1% |
SRMediumFloor
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 873.0 KiB |
| 0 | |
|---|---|
| 1 | 86 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 111733 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 111647 | |
| 1 | 86 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 111647 | |
| 1 | 86 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 111647 | |
| 1 | 86 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 111733 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 111647 | |
| 1 | 86 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 111733 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 111647 | |
| 1 | 86 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 111733 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 111647 | |
| 1 | 86 | 0.1% |
SRBathtub
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 873.0 KiB |
| 0 | |
|---|---|
| 1 | 350 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 111733 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 111383 | |
| 1 | 350 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 111383 | |
| 1 | 350 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 111383 | |
| 1 | 350 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 111733 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 111383 | |
| 1 | 350 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 111733 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 111383 | |
| 1 | 350 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 111733 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 111383 | |
| 1 | 350 | 0.3% |
SRShower
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 873.0 KiB |
| 0 | |
|---|---|
| 1 | 182 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 111733 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 111551 | |
| 1 | 182 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 111551 | |
| 1 | 182 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 111551 | |
| 1 | 182 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 111733 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 111551 | |
| 1 | 182 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 111733 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 111551 | |
| 1 | 182 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 111733 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 111551 | |
| 1 | 182 | 0.2% |
SRCrib
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 873.0 KiB |
| 0 | |
|---|---|
| 1 | 1808 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 111733 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 109925 | |
| 1 | 1808 | 1.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 109925 | |
| 1 | 1808 | 1.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 109925 | |
| 1 | 1808 | 1.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 111733 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 109925 | |
| 1 | 1808 | 1.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 111733 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 109925 | |
| 1 | 1808 | 1.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 111733 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 109925 | |
| 1 | 1808 | 1.6% |
SRKingSizeBed
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 873.0 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 111733 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 71144 | |
| 1 | 40589 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 71144 | |
| 1 | 40589 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 71144 | |
| 1 | 40589 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 111733 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 71144 | |
| 1 | 40589 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 111733 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 71144 | |
| 1 | 40589 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 111733 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 71144 | |
| 1 | 40589 |
SRTwinBed
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 873.0 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 111733 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 94212 | |
| 1 | 17521 | 15.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 94212 | |
| 1 | 17521 | 15.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 94212 | |
| 1 | 17521 | 15.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 111733 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 94212 | |
| 1 | 17521 | 15.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 111733 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 94212 | |
| 1 | 17521 | 15.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 111733 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 94212 | |
| 1 | 17521 | 15.7% |
SRNearElevator
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 873.0 KiB |
| 0 | |
|---|---|
| 1 | 37 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 111733 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 111696 | |
| 1 | 37 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 111696 | |
| 1 | 37 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 111696 | |
| 1 | 37 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 111733 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 111696 | |
| 1 | 37 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 111733 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 111696 | |
| 1 | 37 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 111733 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 111696 | |
| 1 | 37 | < 0.1% |
SRAwayFromElevator
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 873.0 KiB |
| 0 | |
|---|---|
| 1 | 402 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 111733 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 111331 | |
| 1 | 402 | 0.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 111331 | |
| 1 | 402 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 111331 | |
| 1 | 402 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 111733 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 111331 | |
| 1 | 402 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 111733 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 111331 | |
| 1 | 402 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 111733 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 111331 | |
| 1 | 402 | 0.4% |
SRNoAlcoholInMiniBar
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 873.0 KiB |
| 0 | |
|---|---|
| 1 | 22 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 111733 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 111711 | |
| 1 | 22 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 111711 | |
| 1 | 22 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 111711 | |
| 1 | 22 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 111733 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 111711 | |
| 1 | 22 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 111733 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 111711 | |
| 1 | 22 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 111733 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 111711 | |
| 1 | 22 | < 0.1% |
SRQuietRoom
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 873.0 KiB |
| 0 | |
|---|---|
| 1 | 9801 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 111733 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 101932 | |
| 1 | 9801 | 8.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 101932 | |
| 1 | 9801 | 8.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 101932 | |
| 1 | 9801 | 8.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 111733 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 101932 | |
| 1 | 9801 | 8.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 111733 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 101932 | |
| 1 | 9801 | 8.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 111733 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 101932 | |
| 1 | 9801 | 8.8% |
| ID | Age | DaysSinceCreation | AverageLeadTime | LodgingRevenue | OtherRevenue | BookingsCanceled | BookingsCheckedIn | PersonsNights | RoomNights | BookingsNoShowed | DistributionChannel | MarketSegment | SRHighFloor | SRLowFloor | SRAccessibleRoom | SRMediumFloor | SRBathtub | SRShower | SRCrib | SRKingSizeBed | SRTwinBed | SRNearElevator | SRAwayFromElevator | SRNoAlcoholInMiniBar | SRQuietRoom | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ID | 1.000 | -0.114 | -1.000 | -0.279 | -0.237 | -0.307 | -0.022 | -0.383 | -0.314 | -0.299 | 0.011 | 0.059 | 0.082 | 0.062 | 0.010 | 0.007 | 0.012 | 0.024 | 0.014 | 0.058 | 0.074 | 0.109 | 0.003 | 0.020 | 0.015 | 0.129 |
| Age | -0.114 | 1.000 | 0.114 | 0.230 | 0.117 | 0.212 | 0.012 | 0.181 | 0.147 | 0.152 | 0.005 | 0.069 | 0.121 | 0.026 | 0.015 | 0.006 | 0.002 | 0.024 | 0.013 | 0.376 | 0.047 | 0.135 | 0.023 | 0.014 | 0.010 | 0.054 |
| DaysSinceCreation | -1.000 | 0.114 | 1.000 | 0.279 | 0.237 | 0.307 | 0.021 | 0.383 | 0.314 | 0.299 | 0.011 | 0.062 | 0.070 | 0.057 | 0.008 | 0.011 | 0.005 | 0.028 | 0.011 | 0.055 | 0.069 | 0.110 | 0.002 | 0.025 | 0.014 | 0.132 |
| AverageLeadTime | -0.279 | 0.230 | 0.279 | 1.000 | 0.686 | 0.725 | -0.006 | 0.744 | 0.739 | 0.723 | 0.000 | 0.079 | 0.110 | 0.021 | 0.003 | 0.000 | 0.003 | 0.009 | 0.016 | 0.043 | 0.027 | 0.103 | 0.000 | 0.000 | 0.000 | 0.032 |
| LodgingRevenue | -0.237 | 0.117 | 0.237 | 0.686 | 1.000 | 0.837 | 0.029 | 0.792 | 0.892 | 0.909 | 0.092 | 0.019 | 0.017 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.002 | 0.000 | 0.000 | 0.005 | 0.000 | 0.009 |
| OtherRevenue | -0.307 | 0.212 | 0.307 | 0.725 | 0.837 | 1.000 | 0.027 | 0.790 | 0.870 | 0.847 | 0.020 | 0.017 | 0.015 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 | 0.005 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 |
| BookingsCanceled | -0.022 | 0.012 | 0.021 | -0.006 | 0.029 | 0.027 | 1.000 | 0.065 | 0.031 | 0.041 | 0.272 | 0.053 | 0.045 | 0.000 | 0.000 | 0.000 | 0.038 | 0.000 | 0.000 | 0.000 | 0.016 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 |
| BookingsCheckedIn | -0.383 | 0.181 | 0.383 | 0.744 | 0.792 | 0.790 | 0.065 | 1.000 | 0.795 | 0.805 | 0.351 | 0.069 | 0.055 | 0.000 | 0.000 | 0.000 | 0.011 | 0.000 | 0.000 | 0.000 | 0.021 | 0.001 | 0.000 | 0.008 | 0.000 | 0.000 |
| PersonsNights | -0.314 | 0.147 | 0.314 | 0.739 | 0.892 | 0.870 | 0.031 | 0.795 | 1.000 | 0.952 | 0.263 | 0.033 | 0.045 | 0.011 | 0.000 | 0.000 | 0.000 | 0.013 | 0.005 | 0.012 | 0.030 | 0.023 | 0.000 | 0.010 | 0.000 | 0.021 |
| RoomNights | -0.299 | 0.152 | 0.299 | 0.723 | 0.909 | 0.847 | 0.041 | 0.805 | 0.952 | 1.000 | 0.314 | 0.057 | 0.051 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.000 | 0.014 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 |
| BookingsNoShowed | 0.011 | 0.005 | 0.011 | 0.000 | 0.092 | 0.020 | 0.272 | 0.351 | 0.263 | 0.314 | 1.000 | 0.064 | 0.065 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| DistributionChannel | 0.059 | 0.069 | 0.062 | 0.079 | 0.019 | 0.017 | 0.053 | 0.069 | 0.033 | 0.057 | 0.064 | 1.000 | 0.719 | 0.035 | 0.007 | 0.000 | 0.017 | 0.027 | 0.028 | 0.048 | 0.156 | 0.093 | 0.006 | 0.023 | 0.000 | 0.089 |
| MarketSegment | 0.082 | 0.121 | 0.070 | 0.110 | 0.017 | 0.015 | 0.045 | 0.055 | 0.045 | 0.051 | 0.065 | 0.719 | 1.000 | 0.108 | 0.017 | 0.000 | 0.019 | 0.032 | 0.031 | 0.060 | 0.339 | 0.102 | 0.006 | 0.032 | 0.006 | 0.215 |
| SRHighFloor | 0.062 | 0.026 | 0.057 | 0.021 | 0.000 | 0.004 | 0.000 | 0.000 | 0.011 | 0.000 | 0.000 | 0.035 | 0.108 | 1.000 | 0.005 | 0.000 | 0.002 | 0.028 | 0.018 | 0.000 | 0.086 | 0.006 | 0.014 | 0.131 | 0.000 | 0.073 |
| SRLowFloor | 0.010 | 0.015 | 0.008 | 0.003 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.017 | 0.005 | 1.000 | 0.007 | 0.002 | 0.009 | 0.000 | 0.000 | 0.008 | 0.001 | 0.000 | 0.003 | 0.000 | 0.012 |
| SRAccessibleRoom | 0.007 | 0.006 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 1.000 | 0.000 | 0.000 | 0.021 | 0.000 | 0.000 | 0.003 | 0.082 | 0.000 | 0.000 | 0.000 |
| SRMediumFloor | 0.012 | 0.002 | 0.005 | 0.003 | 0.000 | 0.000 | 0.038 | 0.011 | 0.000 | 0.000 | 0.000 | 0.017 | 0.019 | 0.002 | 0.002 | 0.000 | 1.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.005 | 0.008 | 0.039 | 0.000 | 0.017 |
| SRBathtub | 0.024 | 0.024 | 0.028 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.013 | 0.008 | 0.000 | 0.027 | 0.032 | 0.028 | 0.009 | 0.000 | 0.000 | 1.000 | 0.000 | 0.028 | 0.028 | 0.006 | 0.000 | 0.005 | 0.000 | 0.010 |
| SRShower | 0.014 | 0.013 | 0.011 | 0.016 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 | 0.028 | 0.031 | 0.018 | 0.000 | 0.021 | 0.010 | 0.000 | 1.000 | 0.000 | 0.017 | 0.000 | 0.017 | 0.001 | 0.000 | 0.014 |
| SRCrib | 0.058 | 0.376 | 0.055 | 0.043 | 0.005 | 0.002 | 0.000 | 0.000 | 0.012 | 0.000 | 0.000 | 0.048 | 0.060 | 0.000 | 0.000 | 0.000 | 0.000 | 0.028 | 0.000 | 1.000 | 0.041 | 0.043 | 0.000 | 0.006 | 0.010 | 0.006 |
| SRKingSizeBed | 0.074 | 0.047 | 0.069 | 0.027 | 0.002 | 0.005 | 0.016 | 0.021 | 0.030 | 0.014 | 0.012 | 0.156 | 0.339 | 0.086 | 0.008 | 0.000 | 0.000 | 0.028 | 0.017 | 0.041 | 1.000 | 0.312 | 0.000 | 0.014 | 0.004 | 0.106 |
| SRTwinBed | 0.109 | 0.135 | 0.110 | 0.103 | 0.000 | 0.000 | 0.000 | 0.001 | 0.023 | 0.007 | 0.000 | 0.093 | 0.102 | 0.006 | 0.001 | 0.003 | 0.005 | 0.006 | 0.000 | 0.043 | 0.312 | 1.000 | 0.000 | 0.002 | 0.006 | 0.000 |
| SRNearElevator | 0.003 | 0.023 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.006 | 0.014 | 0.000 | 0.082 | 0.008 | 0.000 | 0.017 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
| SRAwayFromElevator | 0.020 | 0.014 | 0.025 | 0.000 | 0.005 | 0.005 | 0.005 | 0.008 | 0.010 | 0.000 | 0.000 | 0.023 | 0.032 | 0.131 | 0.003 | 0.000 | 0.039 | 0.005 | 0.001 | 0.006 | 0.014 | 0.002 | 0.000 | 1.000 | 0.000 | 0.066 |
| SRNoAlcoholInMiniBar | 0.015 | 0.010 | 0.014 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.004 | 0.006 | 0.000 | 0.000 | 1.000 | 0.012 |
| SRQuietRoom | 0.129 | 0.054 | 0.132 | 0.032 | 0.009 | 0.000 | 0.000 | 0.000 | 0.021 | 0.000 | 0.000 | 0.089 | 0.215 | 0.073 | 0.012 | 0.000 | 0.017 | 0.010 | 0.014 | 0.006 | 0.106 | 0.000 | 0.000 | 0.066 | 0.012 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| ID | Nationality | Age | DaysSinceCreation | NameHash | DocIDHash | AverageLeadTime | LodgingRevenue | OtherRevenue | BookingsCanceled | BookingsNoShowed | BookingsCheckedIn | PersonsNights | RoomNights | DistributionChannel | MarketSegment | SRHighFloor | SRLowFloor | SRAccessibleRoom | SRMediumFloor | SRBathtub | SRShower | SRCrib | SRKingSizeBed | SRTwinBed | SRNearElevator | SRAwayFromElevator | SRNoAlcoholInMiniBar | SRQuietRoom | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | PRT | 52.0 | 440 | 0x2C371FD6CE12936774A139FD7430C624F1C4D5109CE64F21BF4BEB13F3C2641B | 0x434FD3D59469C73AFEA087017FAF8CA2296493AEABDE035E6860ACB8C43FCEE5 | 59 | 292.0 | 82.3 | 1 | 0 | 2 | 6 | 4 | Corporate | Corporate | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 2 | PRT | NaN | 1385 | 0x198CDB98BF37B6E23F9548C56A88B00912D65A9AA0D628E8365F7117727FB9C3 | 0xE3B0C44298FC1C149AFBF4C8996FB92427AE41E4649B934CA495991B7852B855 | 61 | 280.0 | 53.0 | 0 | 0 | 1 | 10 | 5 | Travel Agent/Operator | Travel Agent/Operator | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2 | 3 | DEU | 32.0 | 1385 | 0xDA46E62F66936284DF2844EC4FC542D0DAD780C0EE0C00C8CE9BD139A6B912DF | 0x27F5DF762CCDA622C752CCDA45794923BED9F1B6630098203B1DDE7A89E03DC2 | 0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | Travel Agent/Operator | Travel Agent/Operator | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3 | 4 | FRA | 61.0 | 1385 | 0xC45D4CD22C58FDC5FD0F95315F6EFA5A6E7149187D493EE28BA4BFDB7E2A3EC3 | 0x8E59572913BB9B1E6CAA12FA2C8B7BF387B1D1F3432E65A6EF9AA426D1C5E8EF | 93 | 240.0 | 60.0 | 0 | 0 | 1 | 10 | 5 | Travel Agent/Operator | Travel Agent/Operator | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 4 | 5 | FRA | 52.0 | 1385 | 0xD2E3D5BFCA141865669F98D64CDA85AD04DEFF47F8A0C6EC48B7D587EDAE6F53 | 0x42BDEE0E05A9441C94147076EDDCC47E604DA5447DD4BA9B4D23642E66E82F99 | 0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | Travel Agent/Operator | Travel Agent/Operator | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 5 | 6 | JPN | 55.0 | 1385 | 0xA3CF1A4692BE0A17CFD3BFD9C07653556BDADF5F4BE7BFC2AA04178085ADB7BE | 0x506065FBCE220DCEA4465C7310A84F04165BCB5906DCDB4AFF88124A32EC08BC | 58 | 230.0 | 24.0 | 0 | 0 | 1 | 4 | 2 | Travel Agent/Operator | Other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 6 | 7 | JPN | 50.0 | 1385 | 0x94DB830C90A6DA2331968CFC9448AB9A3CE07D7CFEDD0CE6DDA11964EDA49E28 | 0x47E5E4B21585F1FD956C768E730604241B380EDFEA68B1C8739EB25934A7849F | 0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | Travel Agent/Operator | Other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 7 | 8 | FRA | 33.0 | 1385 | 0x165B609162C92BF563E96DB03539363F07E784C219A857DB164E7F8FF7806E91 | 0x6BB66BA80C726B9967988A889D83699B609D11C65AD74D2F13A686767B7577CD | 38 | 535.0 | 94.0 | 0 | 0 | 1 | 10 | 5 | Travel Agent/Operator | Other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| 8 | 9 | FRA | 43.0 | 1385 | 0x44BB41EF2D87698E75B6FBB77A8815BF48DAA912C1408CF203221EA1FAEE5B68 | 0x6C456E45A78A20BC794137AE326A81D587B6528B39441FA0828F2C59F8FB9E06 | 0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | Travel Agent/Operator | Other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| 9 | 10 | IRL | 26.0 | 1385 | 0x9BEECEE0C18B0957C7424443643948E99A0EC8326EF93EFE17A527E1E2AF819A | 0x199C61A5442D08987001E170B74D244DF6AF1FC9AE92F21B1890DA88921028B5 | 96 | 174.0 | 69.0 | 0 | 0 | 1 | 6 | 3 | Travel Agent/Operator | Travel Agent/Operator | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| ID | Nationality | Age | DaysSinceCreation | NameHash | DocIDHash | AverageLeadTime | LodgingRevenue | OtherRevenue | BookingsCanceled | BookingsNoShowed | BookingsCheckedIn | PersonsNights | RoomNights | DistributionChannel | MarketSegment | SRHighFloor | SRLowFloor | SRAccessibleRoom | SRMediumFloor | SRBathtub | SRShower | SRCrib | SRKingSizeBed | SRTwinBed | SRNearElevator | SRAwayFromElevator | SRNoAlcoholInMiniBar | SRQuietRoom | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 111723 | 111724 | ITA | 56.0 | 37 | 0x82277FA4AD074DA9786E64E977C94FEF1C2E47CD621287F5F832E92057F7D16C | 0x5ED6055421E857EA3496D4C75FA2237ACD353DB1B64BE221A60C6F1C6EACAB23 | 0 | 0.00 | 0.0 | 0 | 0 | 0 | 0 | 0 | Travel Agent/Operator | Other | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| 111724 | 111725 | ESP | 60.0 | 37 | 0x0BD0E67519BA9C6A100F53BE45C8B5E4FDFE79CAB071B35BF6CCDA8010FB2397 | 0xF47AA4F8422F4922863FAA5F18E30E6F8A9981D1EE7C02A87837F7E62E68CDA6 | 43 | 875.00 | 167.8 | 0 | 0 | 1 | 10 | 5 | Travel Agent/Operator | Other | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 |
| 111725 | 111726 | PAN | 60.0 | 37 | 0xAA3529E305173010BADE927C7015FA091C3883D257E94F029F86B02B16ABBFA8 | 0xDC47997245A7B9ACF9D4974149D2100CEB00981A2F039DC0E82B0759965DF496 | 0 | 0.00 | 0.0 | 0 | 0 | 0 | 0 | 0 | Travel Agent/Operator | Other | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 |
| 111726 | 111727 | PRT | 51.0 | 37 | 0x438E070937F7AB205414A419AF5D17520D3E89C49960954CC2AE541EAD3031FD | 0xFBDAEBF917AF8A24541A54251297EB4DA9E1C40C3C9F53DE7035638857F5B931 | 7 | 173.55 | 18.0 | 0 | 0 | 1 | 1 | 1 | Direct | Direct | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 111727 | 111728 | DEU | 34.0 | 36 | 0x39BEF6C854451EC00FD7C79A8E1B3F8DFC40BDEEC217C25540CF5BA7A019FA51 | 0x563B66C0301693C2BAEEDFA2340820F3A51BAA895B1E0A65D8A4EDF786F90309 | 41 | 98.00 | 14.0 | 0 | 0 | 1 | 2 | 1 | Travel Agent/Operator | Travel Agent/Operator | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| 111728 | 111729 | DEU | 31.0 | 36 | 0x2F59F0E86596B861C3303585FDB7F090B1B2D70442C56E42863BC7D897D53109 | 0x86AC02B9393E7F58354BA4193D792C07DB91D4BE27C7D890209D6096B86698C8 | 0 | 0.00 | 0.0 | 0 | 0 | 0 | 0 | 0 | Travel Agent/Operator | Travel Agent/Operator | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| 111729 | 111730 | BRA | 43.0 | 36 | 0x2708B9F11C95F384129152CDF0830B566F02D42B87ACADE235EC78DE89873720 | 0xE87DEB08B0D7D0BDC590949FF04AAA893018BD8EB714EE129D14F9E3D29A368C | 170 | 755.25 | 20.0 | 0 | 0 | 1 | 10 | 5 | Travel Agent/Operator | Other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| 111730 | 111731 | BRA | 37.0 | 36 | 0xEF5F6AAA6120F2AC49179E16FD12477C243A8F4FC504513E5796EE3BD23BA8FF | 0x74B9B5A554F5F660371E56D4CE4C1D4C3DC80AE71D68B3B83ED5829B8D453482 | 0 | 0.00 | 0.0 | 0 | 0 | 0 | 0 | 0 | Travel Agent/Operator | Other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| 111731 | 111732 | DEU | 48.0 | 36 | 0xC70AE03F615CB96B0C84CF29419C2DDFE8EC64B771047F6BF891FD565DA5C44C | 0xF589C016E6988AECD3E3BE793E7D606BBDB6B6D4795CE7C50F4CEB0294A589F0 | 66 | 708.00 | 185.0 | 0 | 0 | 1 | 8 | 4 | Travel Agent/Operator | Other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 111732 | 111733 | DEU | 48.0 | 36 | 0xE52EE501843E3108F20BB8F2EC180D8654DF1424EFA2A6CCC2AAC27CF7326143 | 0xD539E89183AB389864B7A24B3C1FBC1FE20A40ED02E7CE438BCBA07BB1012304 | 0 | 0.00 | 0.0 | 0 | 0 | 0 | 0 | 0 | Travel Agent/Operator | Other | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |